Karan Nathwani

Orcid: 0000-0003-2531-0411

According to our database1, Karan Nathwani authored at least 44 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

2023
Exploiting Sparse Recovery Algorithms for Semi-Supervised Training of Deep Neural Networks for Direction-of-Arrival Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Near-end Intelligibility Improvement Through Voice Transformation in Transfer Learning Framework.
Proceedings of the 31st European Signal Processing Conference, 2023

Improved Multi-Modal Emotion Recognition Using Squeeze-and-Excitation Block in Cross-Modal Attention.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022
Optimal Speech Intelligibility Improvement for Varying Car Noise Characteristics.
J. Signal Process. Syst., December, 2022

Nonintrusive Perceptual Audio Quality Assessment for User-Generated Content Using Deep Learning.
IEEE Trans. Ind. Informatics, 2022

Significance of group delay spectrum in re-weighted sparse recovery algorithms for DOA estimation.
Digit. Signal Process., 2022

Optimal Near-End Speech Intelligibility Improvement Using CLPSO-Based Voice Transformation in Realistic Noisy Environments.
Circuits Syst. Signal Process., 2022

Computing Optimal Location of Microphone for Improved Speech Recognition.
CoRR, 2022

Using Performance of ASR to Compute Optimal Location of Microphone.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Transformer-based quality assessment model for generalized user-generated multimedia audio content.
Proceedings of the Interspeech 2022, 2022

Group Delay based Methods for Detection and Recognition of Whispered Speech.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Using Deep Learning Techniques and Inferential Speech Statistics for AI Synthesised Speech Recognition.
CoRR, 2021

Transfer Learning for Speech Intelligibility Improvement in Noisy Environments.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Group Delay Based Re-Weighted Sparse Recovery Algorithms for Robust and High-Resolution Source Separation in DOA Framework.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Speech Intelligibility Enhancement using an Optimal Formant Shifting Approach.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Classification of Infant Behavioural Traits using Acoustic Cry: An Empirical Study.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Impact of Microphone position Measurement Error on Multi Channel Distant Speech Recognition & Intelligibility.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

2020
Three-Dimensional Underwater Acoustic Source Localization by Sparse Signal Reconstruction Techniques.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Effect of Microphone Position Measurement Error on RIR and its Impact on Speech Intelligibility and Quality.
Proceedings of the Interspeech 2020, 2020

2019
Intelligibility Improvement using Kalman Filtering & EM Approach in Formant Shifting Framework.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

A Complex Matrix Factorization Approach to Joint Modeling of Magnitude and Phase for Source Separation.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Excitation Source and Vocal Tract System Based Acoustic Features for Detection of Nasals in Continuous Speech.
Proceedings of the Interspeech 2019, 2019

2018
DNN Uncertainty Propagation Using GMM-Derived Uncertainty Features for Noise Robust ASR.
IEEE Signal Process. Lett., 2018

Joint Acoustic Echo and Noise Cancellation Using Spectral Domain Kalman Filtering in Double-Talk Scenario.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

LSTM Based Attentive Fusion of Spectral and Prosodic Information for Keyword Spotting in Hindi Language.
Proceedings of the Interspeech 2018, 2018

2017
Speech intelligibility improvement in car noise environment by voice transformation.
Speech Commun., 2017

An extended experimental investigation of DNN uncertainty propagation for noise robust ASR.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

Consistent DNN uncertainty training and decoding for robust ASR.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016
Formant shifting for speech intelligibility improvement in car noise environment.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Robust acoustic echo cancellation using Kalman filter in double talk scenario.
Speech Commun., 2015

Joint source separation and dereverberation using constrained spectral divergence optimization.
Signal Process., 2015

Probabilistic Detection Methods for Acoustic Surveillance Using Audio Histograms.
Circuits Syst. Signal Process., 2015

2014
An Adaptive Non Reference Anchor Array Framework for Audio Retrieval in Teleconferencing Environment.
J. Signal Process. Syst., 2014

Multi channel speech dereverberation using LP residual cepstrum in an adaptive beamforming framework.
Proceedings of the Twentieth National Conference on Communications, 2014

Monaural speaker segregation using group delay spectral matrix factorization.
Proceedings of the Twentieth National Conference on Communications, 2014

Domain specific audio indexing using linguistic information.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Speech dereverberation in multisource environment using LCMV filter.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Acoustic echo and noise cancellation using Kalman filter in a modified GSC framework.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Group Delay Based Methods for Speaker Segregation and its Application in Multimedia Information Retrieval.
IEEE Trans. Multim., 2013

Joint noise cancellation and dereverberation using multi-channel linearly constrained minimum variance filter.
Proceedings of the INTERSPEECH 2013, 2013

Multi channel reverberant speech enhancement using LP residual cepstrum.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
An Adaptive Non Reference Anchor Array Framework for Distant Speech Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Joint adaptive beamforming and echo cancellation using a non reference anchor array framework.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012


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